gtm (go tail mongo) is a utility written in Go which tails the MongoDB oplog and sends create, update, delete events to your code. It can be used to send emails to new users, index documents, write time series data, or something else.
This branch is a port of the original gtm to use the new official golang driver from MongoDB.
The original gtm uses the community mgo driver. To use the community mgo driver use the legacy branch.
go get github.com/rwynn/gtm/v2
gtm uses the MongoDB oplog as an event source. You will need to ensure that MongoDB is configured to produce an oplog by deploying a replica set.
If you haven't already done so, follow the 5 step procedure to initiate and validate your replica set. For local testing your replica set may contain a single member.
package main
import (
"context"
"fmt"
"go.mongodb.org/mongo-driver/bson"
"go.mongodb.org/mongo-driver/bson/bsontype"
"go.mongodb.org/mongo-driver/mongo"
"go.mongodb.org/mongo-driver/mongo/options"
"github.com/rwynn/gtm/v2"
"reflect"
"time"
)
func main() {
rb := bson.NewRegistryBuilder()
//rb.RegisterTypeMapEntry(bsontype.Timestamp, reflect.TypeOf(time.Time{}))
rb.RegisterTypeMapEntry(bsontype.DateTime, reflect.TypeOf(time.Time{}))
reg := rb.Build()
clientOptions := options.Client()
clientOptions.SetRegistry(reg)
clientOptions.ApplyURI("mongodb://localhost:27017")
client, err := mongo.NewClient(clientOptions)
if err != nil {
panic(err)
}
ctxm, cancel := context.WithTimeout(context.Background(), 20*time.Second)
defer cancel()
err = client.Connect(ctxm)
if err != nil {
panic(err)
}
defer client.Disconnect(context.Background())
ctx := gtm.Start(client, >m.Options{
DirectReadNs: []string{"test.test"},
ChangeStreamNs: []string{"test.test"},
MaxWaitSecs: 10,
OpLogDisabled: true,
})
for {
select {
case err := <-ctx.ErrC:
fmt.Printf("got err %+v", err)
break
case op := <-ctx.OpC:
fmt.Printf("got op %+v", op)
break
}
}
}func PipeBuilder(namespace string, changeStream bool) ([]interface{}, error) {
// to build your pipelines for change events you will want to reference
// the MongoDB reference for change events at
// https://docs.mongodb.com/manual/reference/change-events/
// you will only receive changeStream == true when you configure gtm with
// ChangeStreamNS (requies MongoDB 3.6+). You cannot build pipelines for
// changes using legacy direct oplog tailing
if namespace == "users.users" {
// given a set of docs like {username: "joe", email: "[email protected]", amount: 1}
if changeStream {
return []interface{}{
bson.M{"$match": bson.M{"fullDocument.username": "joe"}},
}, nil
} else {
return []interface{}{
bson.M{"$match": bson.M{"username": "joe"}},
}, nil
}
} else if namespace == "users.status" && changeStream {
// return a pipeline that only receives events when a document is
// inserted, deleted, or a specific field is changed. In this case
// only a change to field1 is processed. Changes to other fields
// do not match the pipeline query and thus you won't receive the event.
return []interface{}{
bson.M{"$match": bson.M{"$or": []interface{} {
bson.M{"updateDescription": bson.M{"$exists": false}},
bson.M{"updateDescription.updatedFields.field1": bson.M{"$exists": true}},
}}},
}, nil
}
return nil, nil
}
func NewUsers(op *gtm.Op) bool {
return op.Namespace == "users.users" && op.IsInsert()
}
// if you want to listen only for certain events on certain collections
// pass a filter function in options
ctx := gtm.Start(client, >m.Options{
NamespaceFilter: NewUsers, // only receive inserts in the user collection
})
// more options are available for tuning
ctx := gtm.Start(client, >m.Options{
NamespaceFilter nil, // op filter function that has access to type/ns ONLY
Filter nil, // op filter function that has access to type/ns/data
After: nil, // if nil defaults to gtm.LastOpTimestamp; not yet supported for ChangeStreamNS
OpLogDisabled: false, // true to disable tailing the MongoDB oplog
OpLogDatabaseName: nil, // defaults to "local"
OpLogCollectionName: nil, // defaults to "oplog.rs"
ChannelSize: 0, // defaults to 20
BufferSize: 25, // defaults to 50. used to batch fetch documents on bursts of activity
BufferDuration: 0, // defaults to 750 ms. after this timeout the batch is force fetched
WorkerCount: 8, // defaults to 1. number of go routines batch fetching concurrently
Ordering: gtm.Document, // defaults to gtm.Oplog. ordering guarantee of events on the output channel as compared to the oplog
UpdateDataAsDelta: false, // set to true to only receive delta information in the Data field on updates (info straight from oplog)
DirectReadNs: []string{"db.users"}, // set to a slice of namespaces (collections or views) to read data directly from
DirectReadSplitMax: 9, // the max number of times to split a collection for concurrent reads (impacts memory consumption)
Pipe: PipeBuilder, // an optional function to build aggregation pipelines
PipeAllowDisk: false, // true to allow MongoDB to use disk for aggregation pipeline options with large result sets
Log: myLogger, // pass your own logger
ChangeStreamNs []string{"db.col1", "db.col2"}, // MongoDB 3.6+ only; set to a slice to namespaces to read via MongoDB change streams
})If, in addition to tailing the oplog, you would like to also read entire collections you can set the DirectReadNs field to a slice of MongoDB namespaces. Documents from these collections will be read directly and output on the ctx.OpC channel.
You can wait till all the collections have been fully read by using the DirectReadWg wait group on the ctx.
go func() {
ctx.DirectReadWg.Wait()
fmt.Println("direct reads are done")
}()You can pause, resume, or seek to a timestamp from the oplog. These methods effect only change events and not direct reads.
go func() {
ctx.Pause()
time.Sleep(time.Duration(2) * time.Minute)
ctx.Resume()
ctx.Since(previousTimestamp)
}()You can stop all goroutines created by Start or StartMulti. You cannot resume a context once it has been stopped. You would need to create a new one.
go func() {
ctx.Stop()
fmt.Println("all go routines are stopped")
}If you'd like to unmarshall MongoDB documents into your own struct instead of the document getting unmarshalled to a generic map[string]interface{} you can use a custom unmarshal function:
type MyDoc struct {
Id interface{} "_id"
Foo string "foo"
}
func custom(namespace string, data []byte) (interface{}, error) {
// use namespace, e.g. db.col, to map to a custom struct
if namespace == "test.test" {
var doc MyDoc
if err := bson.Unmarshal(data, &doc); err == nil {
return doc, nil
} else {
return nil, err
}
}
return nil, errors.New("unsupported namespace")
}
ctx := gtm.Start(client, >m.Options{
Unmarshal: custom,
}
for {
select {
case op:= <-ctx.OpC:
if op.Namespace == "test.test" {
doc := op.Doc.(MyDoc)
fmt.Println(doc.Foo)
}
}
}You may want to distribute event handling between a set of worker processes on different machines. To do this you can leverage the github.com/rwynn/gtm/consistent package.
Create a TOML document containing a list of all the event handlers.
Workers = [ "Tom", "Dick", "Harry" ] Create a consistent filter to distribute the work between Tom, Dick, and Harry. A consistent filter needs to acces the Data attribute of each op so it needs to be set as a Filter as opposed to a NamespaceFilter.
name := flag.String("name", "", "the name of this worker")
flag.Parse()
filter, filterErr := consistent.ConsistentHashFilterFromFile(*name, "/path/to/toml")
if filterErr != nil {
panic(filterErr)
}
// there is also a method **consistent.ConsistentHashFilterFromDocument** which allows
// you to pass a Mongo document representing the config if you would like to avoid
// copying the same config file to multiple serversPass the filter into the options when calling gtm.Tail
ctx := gtm.Start(client, >m.Options{Filter: filter})If you have your multiple filters you can use the gtm utility method ChainOpFilters
func ChainOpFilters(filters ...OpFilter) OpFilter